Load the data:

Investigate the data

But do offenders have multiple records? Are they in multiple datasets?

Clean the data

Address nulls

Combine data

Address Offense Field

Fill missing age at conviction

Prepare the data for encoding

Random Forest

Explore relationship

K Means

K-Means Histograms

Statistical

Chi-Square